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python find the type of a function

I have a variable f. How can I determine its type? Here is my code, typed into a Python interpreter, showing that I get an error using the successful pattern of the many examples I have found with Google. (Hint: I am very new to Python.)

>>> i=2; type(i) is int
True
>>> def f():
...     pass
... 
>>> type(f)
<class 'function'>
>>> type(i)
<class 'int'>
>>> type(f) is function
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
NameError: name 'function' is not defined
>>> f=3
>>> type(f) is int
True
like image 532
David Epstein Avatar asked Jan 02 '23 11:01

David Epstein


1 Answers

The pythonic way to check the type of a function is using isinstance builtin.

i = 2
type(i) is int  # not recommended
isinstance(i, int)  # recommended

Python includes a types module for checking functions among other things.

It also defines names for some object types that are used by the standard Python interpreter, but not exposed as builtins like int or str are.

So, to check if an object is a function, you can use the types module as follows

def f():
    print("test")

import types
type(f) is types.FunctionType  # Not recommended but it does work
isinstance(f, types.FunctionType)  # Recommended.

However, note that it will print false for builtin functions. If you wish to include those as well, then check as follows

isinstance(f, (types.FunctionType, types.BuiltinFunctionType))

However, use the above if you only want specifically functions. Lastly, if you only care about checking if it is one of function, callable or method, then just check if it behaves like a callable.

callable(f)
like image 194
Paritosh Singh Avatar answered Jan 12 '23 10:01

Paritosh Singh